Offers / Package 04

For businesses with a defined operating problem

Put one valuable AI-assisted workflow into production - with controls.

BYFORCE takes one repetitive operational workflow from manual work or prototype into a production path with integrations, human checkpoints, monitoring, usage visibility and handover.

Check this project See the system work

The interactive demonstration uses representative example data to show system behavior. It is not a customer case study.

The expensive gap

An AI prototype that never reaches the operating workflow does not create operating capacity.

  • The business has experimented with AI but it is not operational.
  • Staff repeatedly read, classify, summarize, route or generate information by hand.
  • A prototype exists but is disconnected from the systems where work actually happens.
  • There is no human-control point, monitoring, cost visibility or production ownership.

The build

One controlled production workflow, integrated into the stack where the work already happens.

Included

Standard deliverables

  • One defined AI-assisted workflow/use case integrated into the existing stack.
  • Model/API/provider configuration plus prompt/instruction and workflow logic.
  • Real-input testing and human-in-the-loop review where required.
  • Production deployment and bounded API/data-pipeline integration.
  • Logging/monitoring plus usage/cost instrumentation and basic guardrails where supported.
  • Security/access configuration appropriate to the workflow.
  • Client-owned repository/accounts/credentials where practical, documentation and training.
  • 14-day stabilization period.
Boundary

Not included in the base package

  • Training a foundation model from scratch.
  • Enterprise-wide AI transformation or multiple unrelated workflows.
  • Large data-cleaning programmes or unlimited model experimentation.
  • Autonomous financial, legal or clinical decision authority.
  • Replacing an entire existing product.
  • Third-party model/API usage fees.

Acceptance evidence

Done means the defined workflow runs on real inputs, reaches the intended system or person, and exposes the agreed human review and monitoring points.

  • The defined workflow runs in production on real inputs.
  • Outputs reach the intended user/system automatically and human review occurs where specified.
  • Failure and usage can be monitored with basic cost visibility.
  • Documentation makes operation and ownership understandable to the client.
After launch

The delivered system stays owned.

Implementation is followed by an included 14-day stabilization period. Managed maintenance is $1,000/month after stabilization, with a three-month initial term and month-to-month continuation after that. Third-party SaaS, API, messaging, model and platform fees are separate unless stated in writing.

Next step

Show us the operating path that needs fixing.

Complete the package-specific intake. If the submitted scope matches the fixed boundary, the self-serve path can proceed. If it does not, BYFORCE routes the request for review rather than forcing it through checkout.

Check this projectNeed help scoping it? Email BYFORCE →

Technical authority

Understand the implementation logic before you buy.

BYFORCE Intelligence separates durable implementation guidance from sales claims.

Intelligence

Human in the Loop

Read the implementation and business context behind this operating problem.

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